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倾向评分 - 复苏研究人员的简要介绍。

Propensity scores - A brief introduction for resuscitation researchers.

机构信息

Research Center for Emergency Medicine, Department of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark; Center for Resuscitation Science, Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.

Institute of Public Health, Charité - Universitätsmedizin Berlin, Berlin, Germany.

出版信息

Resuscitation. 2018 Apr;125:66-69. doi: 10.1016/j.resuscitation.2018.02.003. Epub 2018 Feb 6.

DOI:10.1016/j.resuscitation.2018.02.003
PMID:29425974
Abstract

Propensity scores are commonly used in observational research. This article provides a brief introduction to propensity scores aimed for resuscitation researchers. We discuss the concept and calculation of the propensity score and how it can be used to adjust for confounding via regression adjustment, stratification, weighting or matching. The interpretation of these method is briefly discussed and the advantages and limitations of propensity scores are presented. Lastly, we provide some practical recommendations for the presentation of studies using propensity scores.

摘要

倾向评分在观察性研究中被广泛应用。本文旨在为复苏研究人员提供倾向评分的简要介绍。我们讨论了倾向评分的概念和计算方法,以及如何通过回归调整、分层、加权或匹配来调整混杂因素。本文简要讨论了这些方法的解释,并介绍了倾向评分的优点和局限性。最后,我们提供了一些使用倾向评分的研究报告的实用建议。

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Propensity scores - A brief introduction for resuscitation researchers.倾向评分 - 复苏研究人员的简要介绍。
Resuscitation. 2018 Apr;125:66-69. doi: 10.1016/j.resuscitation.2018.02.003. Epub 2018 Feb 6.
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Improving causal inference with a doubly robust estimator that combines propensity score stratification and weighting.利用结合倾向评分分层和加权的双重稳健估计器改进因果推断。
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Merits and caveats of propensity scores to adjust for confounding.倾向评分调整混杂因素的优缺点。
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Introduction to propensity scores.倾向评分简介。
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Observational Research Using Propensity Scores.使用倾向得分的观察性研究。
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Alternative approaches for confounding adjustment in observational studies using weighting based on the propensity score: a primer for practitioners.使用基于倾向评分的加权法在观察性研究中进行混杂因素调整的替代方法:从业者入门指南
BMJ. 2019 Oct 23;367:l5657. doi: 10.1136/bmj.l5657.
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Estimating effects of nursing intervention via propensity score analysis.通过倾向得分分析评估护理干预的效果。
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Statistics in Brief: An Introduction to the Use of Propensity Scores.简要统计学:倾向得分应用简介
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Propensity scores as a basis for equating groups: basic principles and application in clinical treatment outcome research.倾向得分作为组间均衡的基础:基本原则及其在临床治疗结局研究中的应用
J Consult Clin Psychol. 2014 Oct;82(5):906-19. doi: 10.1037/a0036387. Epub 2014 Apr 7.
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[Propensity scores in observational research].[观察性研究中的倾向得分]
Ned Tijdschr Geneeskd. 2013;157(29):A6179.

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Observational Studies.观察性研究。
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Lidocaine versus amiodarone for pediatric in-hospital cardiac arrest: An observational study.利多卡因与胺碘酮用于小儿院内心脏骤停的观察性研究。
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